
where \(\mathbf {q}\)  are \(\mathbf {d}\)  are high-dimensional sparse vectors, where each dimension corresponds to a term \(x\)  in a pre-defined vocabulary, and the term weight \(w\)  is none-zero only if the term appears in the query or document. The term weight can be binary, term frequency counts, or machine learned [1]}.
